Fold 2 - Understanding why coefficient 5 was selected
Tag: HAND CREAM
Selected Coefficient: 5
Taxonomy Path: 5
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 5 | 4.000000 | 5 | 5 (5) | Yes | |
| 138042 | 4.000145 | 13.3.20 | 20.3.13 (20*83^2 + 3*83 + 13) | No | |
| 6365698 | 4.000145 | 13.3.11.11 | 11.11.3.13 (11*83^3 + 11*83^2 + 3*83 + 13) | No | |
| -383807119 | 5.000000 | -13.3.20.7.8 | -8.7.20.3.13 (-(8*83^4 + 7*83^3 + 20*83^2 + 3*83 + 13)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "HAND CREAM" tag (processing sequence 6072). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 12767 | De-Stress Aromatherapy Hand Balm with Juniper & Grapefruit | 6365698 | none | 6365693 | none | ||
| 13656 | De-Stress Aromatherapy Little Treats Gift Set | 138042 | none | 138037 | none | ||
| 13637 | Wellbeing Aromatherapy Gift Set - Rescue Me | 5 | none | 0 | none | ||
| 13638 | Wellbeing Aromatherapy Gift Set - Spoil Me | 5 | none | 0 | none | ||
| 31050 | Eve Taylor Rescue & Repair Body Moisturiser | 0 | BODY LOTION | -5 | none | ||
| 29073 | Eucalyptus & White Sage Hand Cream | -383807119 | LOTION, FRAGRANCE | -383807124 | none |